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IoT Masterclass ESGT Santarem - Connecting The Dots
The document provides an extensive overview of Microsoft Azure's Internet of Things (IoT) services and solutions, detailing the architecture, device management, data processing, and analytics capabilities. It emphasizes the importance of IoT in enhancing operational efficiencies and predictive maintenance across various industries, showcasing real-world applications and potential savings. Additionally, it highlights the integration of cognitive services, emphasizing the ease of implementation across different platforms and devices.
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IoT Masterclass ESGT Santarem - Connecting The Dots
- 4. Who is MarcoAntónio Silva?
- 5. Introduction to IoT Cloudbased IoT Solutions IoT Device & Cloud Patterns Azure IoT services Azure IoT Suite Windows 10 Core for IoT Using Intelligent and Cognitiver services on IoT Solutions Azure IoT What I’ll Cover
- 6. “” What is theInternet of Things? The network of physical objects that contain embedded technology to communicate and interact with their internal states or the external environment. Source: Gartner
- 7. Microsoft’s view The Internetof Things starts with Your Things. • Build on the infrastructure you already have. • Add more devices to the ones you already own. • Get more from the data that already exists. Stop just running your business. Start making it thrive. Start realizing the potential of the Internet of Your Things.
- 9. Hardware is cheap Connectivity is pervasive Development iseasy New Innovative Scenarios Huge benefits fuel demand
- 12. 1970 1980 19902000 2010 10,000,000,000 1,000,000,000 100,000,000 10,000,000 1,000,000 100,000 10,000 1,000 Transistors Moore’s Law Metcalf‘s Law And more importantly: what can you do by combining and analyzing signals from all of these IoT devices? Koomey’s Law 1.E+14 1.E+12 1.E+10 1.E+08 1.E+06 1.E+04 1.E+02 1.E+00 Computations per KWh 1940 20101975
- 13. 20Billion of connectedsmart things by 2020. 7 billion $1477 billion http://www.gartner.com/newsroom/id/3165317, November 10, 2015 In the Enterprise Sector
- 14. Source: Redefining theConnected Conversation, IoT Trends, Challenges & Experience Survey. James Brehm & Associates, 2016. 60% Of those working on IoT are aiming to grow revenue and profits 73% Of the companies surveyed are currently active in IoT 50% Reduction in downtime with predictive maintenance According to a recent IoT survey…
- 15. Microsoft Internet ofThings Vehicle Tracking Device Cameras Power Meter Load Meter Smoke Fire Alarms Humidity Sensor Flow Meter Occupancy Sensor Temperature Sensor INTELLIGENT DEVICES Machine Controller Vehicle Tracking Smart Grid General Equipment Retail Kiosk Fire Detection Healthcare Smart Building Automation Digital Advertising Smart Home Automation Automotive Retail Industrial Healthcare Security & Surveillance Energy Smart Home Smart Cities Monitoring Data collection and alerts Asset tracking & Geo-fencing Preventive maintenance Usage based billing Remote Access Securely log into remote devices and products to diagnose issues Remote servicing - diagnose, and repair problems Content Distribution Automate software deployment to assets Distribute files to devices. Content includes asset-specific files, doc, ads Microsoft Azure Intelligent Systems Service(s) Configuration Management Store and access asset configurations Compliance Management Telematics M2M GatewayNETWORK
- 16. Predictive Maintenance that enable youto change your business… HDInsight Power BI Machine Learning Command and Control You have devices on the network edge… Plant Floor Things Supply Chain Things Back Office Things Basic Sensors Intelligent Devices that provide you data… SQL Databases Blob Storage Table Storage External Storage DocumentDB that you understand, apply rules, models and more… Command and Control Event Hub (Service Bus)
- 17. Comprehensive solutions fromdevice to cloud IoT Editions Power a Broad Range of Devices 20 years of history in embedded devices One Windows platform for all devices Enterprise-ready, Maker-friendly Designed for today’s IoT environments Free IoT Core edition! Cloud-Based IoT Services & Solutions Easy to provision, use and manage Pay as you go, scale as you need Global reach, hyper scale End-to-end security & privacy Windows, Mbed, Linux, iOS, Android, RTOS support Azure IoT
- 18. Process Efficiency Cost Reduction IoT is allabout providing INSIGHTS Develop New Business Models
- 19. Today’s Noise isTomorrow’s Insight
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- 22. Gathers data fromsensors and systems to create valuable business intelligence and reduce downtime by 50% Cutting fuel usage by 1 percent could save $250,000 per plane per year Chillers now run 9x faster than unconnected equipment, avoiding more than $300,000 in hourly downtime costs Improves access to production and supply chain data worldwide, reducing downtime costs by as much as $300,000 per day
- 23. Innovation at work– real IoT use cases Electric charging stations Street sweepers Postboxes Aircrafts Auto Elevators Factory floor Oil equipment Cows Engines Vending machines Buildings Fryers Medical devices Vaccine dispensers Trucks BusesDogs Oil distribution Smart meters IoT Power plant Surveillance Power tools Racing Mining equipment Smart grids
- 24. Internet of ThingsOpportunities Segment Type of Savings Est. Value in 15 Years (US/EU) Commercial 1% Fuel Savings $ 30B / $ 9BGas-Fired Generation 1% Fuel Savings $ 66B / $ 15BSystem-wide 1% Reduction in System Inefficiency $ 63B / $ 15BSystem-wide 1% Reduction in Capital Expenditures $ 27B / $ 6BSystem-wide 1% Reduction in Capital Expenditures $ 90B / $ 10B
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- 28. Field Gateway Device Connectivity & Management Devices RTOS,Linux,Windows,Android,iOS CloudGateway Event Hubs Field Gateway Protocol Adaptation
- 29. Field Gateway Device Connectivity & Management Devices RTOS,Linux,Windows,Android,iOS CloudGateway Event Hubs Field Gateway Protocol Adaptation
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- 31. Field Gateway Device Connectivity & Management Devices RTOS,Linux,Windows,Android,iOS Protocol Adaptation Field Gateway Protocol Adaptation CrossPlatform C Code OS Abstraction Layer / OS Bindings C API .NET API Java API Javascript APICloud Gateway IoT Hub
- 32. Field Gateway Device Connectivity & Management Analytics& Operationalized Insights Devices RTOS,Linux,Windows,Android,iOS Protocol Adaptation Batch Analytics & Visualizations Azure HDInsight, AzureML, Power BI, Azure Data Factory, Azure Data Lake Hot Path Analytics Azure Stream Analytics, Azure HDInsight Storm Hot Path Business Logic Service Fabric & Actor Framework Field Gateway Protocol Adaptation Cloud Gateway IoT Hub
- 33. Field Gateway Device Connectivity & Management Analytics& Operationalized Insights Presentation & Business Connectivity Devices RTOS,Linux,Windows,Android,iOS Protocol Adaptation Batch Analytics & Visualizations Azure HDInsight, AzureML, Power BI, Azure Data Factory, Azure Data Lake Hot Path Analytics Azure Stream Analytics, Azure HDInsight Storm Presentation & Business Connectivity App Service, Websites Dynamics, BizTalk Services, Notification Hubs Hot Path Business Logic Service Fabric & Actor Framework Field Gateway Protocol Adaptation Cloud Gateway IoT Hub
- 34. Solution PortalProvisioning API Identity& Registry Stores Stream Event Processor Analytics/ Machine Learning Data Visualization & Presentation Device State Store Gateway Azure IoT Services Reference Architecture Storage IP capable devices Existing IoT devices Low power devices PresentationDevice and Event Processing Data Transport Devices and Data Sources Azure IoT Hub Agent Agent Agent
- 35. * Field Gatewayis applied as concept that may represent Microsoft, 3rd party or custom capabilities at a hardware or software level Field Gateway* CoAP, AllJoyn, OPC VPN/ExpressRoute OPC, HTTP, CoAP Field Gateway* CoAP, AllJoyn, OPC IoT Hub AMQP, HTTPS, MQTT Protocol Gateway (Cloud Service, VM) AMQP, HTTPS, MQTT Custom Protocols Data Path Optional solution component Azure IoT solution component Device IoT Client Device IoT Client Device IoT ClientDevice Device Device Device Connectivity Protocol Gateway (Cloud Service, VM)
- 36. Resource constrained devices Existing IoT devices IoT SDK SolutionUX Application Business Logic Stream Processing and Analytics Business Integration Connectors and Gateway(s) Field Gateway Cloud Gateway Data Path Optional solution component IoT solution component IoT SDK Presentation & Business ConnectivityData Processing, Analytics and ManagementDevice Connectivity Personal mobile devices IP capable devices IoT SDK Business systems Azure IoT Services Device Provisioning and Management
- 37. Devices Device ConnectivityStorage Analytics Presentation & Action IoT Hubs SQL Database Machine Learning App Service Event Hubs Table/Blob Storage Stream Analytics Power BI Service Bus DocumentDB HDInsight Notification Hubs External Data Sources External Data Sources Data Factory Mobile Services BizTalk Services { }
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- 39. One OS Universal WindowsApps Universal Windows Drivers Natural User Interface Enterprise-grade security Trusted Platform Module Advanced Lockdown Multi-user Profiles Industry peripheral support Interoperable Deploy, service, manage Azure IoT-ready One Windows Platform Secure Connected
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- 41. Windows 10 IoTEditions + Microsoft Azure IoT Security & Identity Windows Updates Windows 10 IoT for industry devices Desktop Shell, Win32 apps, Universal apps and drivers Minimum: 1 GB RAM, 16 GB storage X86/x64 Windows 10 IoT for mobile devices Modern Shell, Mobile apps, Universal apps and drivers Minimum: 512 MB RAM, 4 GB storage ARM Windows 10 IoT Core Universal Apps and Drivers No shell or MS apps Minimum: 256MB RAM, 2GB storage X86/x64 or ARM Integrated Device Connectivity New User Interfaces Visual Studio & UWP
- 42. • Write ONEUniversal Driver and target all Windows 10 editions - Converged device areas/APIs • Scale and get higher ROI by selling same components to all Windows 10 editions • Converged APIs, write ONE Universal Windows App and target all Windows 10 editions • Scale and get higher ROI by selling same App to all Windows 10 editions
- 48. • Provisioning • Bulkenrollment • Simple bootstrap • Converged protocol • Azure AD Integration • Extended set of policies (Parity with Windows Phone 8.1) • Client cert mgmt, incl PFX install • Enterprise Wi-Fi • VPN management • Email provisioning • MDM Push • Device Update control • Kiosk Mode, Start screen, Start menu configuration and control • Curated Windows Store • Volume Purchase Program app deployment; License reclaim/re- use • Enterprise App management • Simplified LOB app management • Win32 (MSI) app management • App inventory (LOB/store apps) • App allow/deny lists via Applocker • Enterprise data protection • Full device wipe • Remote Lock, PIN reset, Ring, & Find • Enhanced inventory for compliance decisions • Unenrollment with alerts • Removal of Enterprise configuration (apps, certs, profiles, policies) and Enterprise encrypted data (with EDP) • Additional device inventory
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- 50. Azure IoT DeviceSDK Open Source Everything is on GitHub, open source under MIT license Cross-Platform Support RTOS, Linux, Windows, iOS, Android Multi-Language Support C, Node.js, Java, C#, Python Xamarin Compatible Includes Xamarin compatible libraries Easy To Get Started Samples, walkthroughs to get you started quickly
- 51. Azure Certified forIoT Certified to Work Great with Azure IoT Heterogeneous operating systems & devices Over 70 Partners & Growing Over 110 Devices Certified Azure IoT Device SDK Supports Even More! Azure IoT Device SDK supports more than Azure Certified for IoT and is easy to adapt to new devices and operating systems
- 52. Azure IoT StarterKits Raspberry Pi 2 Kit Windows 10 and Raspbian Samples in C and C# Feather M0 Wi-Fi Kit RTOS Samples in Arduino IDE and C Feather Huzzah ESP8266 Kit RTOS Samples in Arduino IDE and C ThingDev Kit RTOS Samples in Arduino and C Intel Edison Kit Linux Yocto Samples in JavaScript (Node.js) Start today: http://azure.com/iotstarterkits
- 53. Azure IoT HubDevice Management Update Software, Firmware, Configuration Going beyond simple ‘Create, Remove, Update and Delete’ for devices Fully extensile - works on any device running any operating system or firmware Standards Based Based on OMA LWM2M Manage Devices The Way You Want Group devices into custom topologies Update devices based on sub-sections of that topology Role based access control Enables IT/OT Coordination OT is responsible for keeping things running, IT is responsible for keeping things secure IoT requires IT/OT coordination
- 54. Azure IoT GatewaySDK Open source IoT gateway middleware that enables: • Cloud connectivity for devices that don't speak TCP/IP • Security Isolation for devices can't be updated/secured • Protocol translation for existing and new protocols • Data transformation compression, annotation, filtering • Local intelligence local processing for low latency needs
- 55. Azure IoT GatewaySDK Functionality divided into modules Each module performs an action Chain of modules can be thought of as a data processing pipeline, solving an end to end scenario Connect a legacy device (upload telemetry from a device that does not speak an internet ready protocol)
- 56. Azure IoT GatewaySDK Gateway SDK supports multiple OS’s and hardware with platform abstraction layer Initial support includes Wind River (Linux) and Windows Operating System (Windows, Wind River, Ubuntu, etc.) Gateway hardware
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- 58. IoT projects canbe complex Time-consuming to stand up Hard to scaleIncompatible with current infrastructure Difficult to maintain cohesive security
- 59. Azure IoT Suite DeviceConnectivity & Management Data Ingestion and Command & Control Stream Processing & Predictive Analytics Workflow Automation and Integration Dashboards and Visualization Preconfigured Solutions Predictive Maintenance Remote Monitoring
- 60. Workflow integration Push andbroadcast notifications ID and access management Preconfigured solutions SDK Connect and control Connect and scale with efficiency Event processing Predictive analytics Data visualization Analyze and act on new data Integrate and transform business processes
- 61. Cloud Security Azure SecurityCenter Azure Active Directory Key Vault Policy-Based Access Control Connection Security X.509/TLS-Based Handshake and Encryption Device Security Device Provisioning and Authorization Securely connect millions of devices . . . Over a secure internet connection . . . To Microsoft Azure – built with security from the ground up
- 62. • Get startedin minutes • Modify existing rules and alerts • Add your devices and begin tailor to your needs Start quickly for common IoT scenarios • Fine-tuned to specific assets and processes • Highly visual for your real-time operational data • Integrate with back-end systems Finish with your Internet of Things application
- 63. 1 Establish monitoring objectives and requirements 2 Profilethe devices involved 3 Determine additional solution components 4 Categorize the data 5 Define alerts and actions 6 Operationalize the solution and scale Imagine if you could monitor thousands of devices located around the world without physically inspecting them
- 64. Devices Azure IoTSuite Remote Monitoring Back end systems and processes Event Hub Storage blobs DocumentDB Web/ Mobile App Stream Analytics Logic AppsIoT Hub Web Jobs C# simulator
- 65. Imagine if youcould automatically identify and fix potential problems before they happen 1 Identify the target outcome 2 Inventory data sources 3 Capture & combine data 4 Model, test and integrate 5 Validate model in a live operational scenario 6 Integrate into operations
- 66. Devices Azure IoTSuite Predictive Maintenance Back end systems and processes Event Hub Storage blobs DocumentDB Web/ Mobile App Stream Analytics Logic AppsIoT Hub Web Jobs C# simulator Azure ML
- 68. Languages Devices Protocols Operating Systems Work withany device Connect to existing solutions and business processes RTOS Business solutions and processes And other business systems • Azure IoT Hub • Device SDK • Gateway SDK • Windows 10 IoT Core • Device Management • Power BI • Azure App Service • Azure Mobile Apps • Azure API Management • Azure Logic Apps Using… Using… Microsoft Dynamics • C • Node.js • Java • .NET • Python • MQTT • HTTP • AMQP • LwM2M
- 69. AZURE REGIONS 30Azure regions aroundthe world More than AWS and Google Cloud combined
- 70. Rich data storageand analytics ecosystem Gartner Magic Quadrant for Operational Database Management Systems Data Analytics Machine Learning Stream Analytics HDInsight Data Factory Data Lake & Analytics Data Platform SQL Database Redis Cache DocumentDB SQL Data Warehouse Search Tables *February 2015. The Gartner Magic Quadrant for Business Intelligence and Analytics Platforms is the property of Gartner, Inc. and available upon request from Microsoft. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner's research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. The above graphics were published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document.
- 71. From endpoint toinsight to action, across the enterprise, and around the world Built on the industry’s leading cloud Secure End-to-end From endpoint and connection through to data and the cloud Open Connect anything Any device, OS, data source, software, or service Fast Start in minutes Preconfigured solutions for the most common IoT scenarios Magic Quadrant Leader, Business Intelligence and Analytics Platforms* Scalable Grow effortlessly Millions of devices, terabytes of data, on-premises and in the cloud, in 30 regions worldwide PeopleData Insights ActionGatewaysDevices *February 2015. The Gartner Magic Quadrant for Business Intelligence and Analytics Platforms is the property of Gartner, Inc. and available upon request from Microsoft. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner's research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. The above graphics were published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document.
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- 73. Cognitive Services Give your solutions ahuman side
- 74. Cognitive Services Give your solutions ahuman side
- 75. Roll your ownwith REST APIs Simple to add: just a few lines of code required Integrate into the language and platform of your choice Breadth of offerings helps you find the right API for your app Built by experts in their field from Microsoft Research, Bing, and Azure Machine Learning Quality documentation, sample code, and community support Easy Flexible Tested GET A KEY
- 76. Computer Vision API Distillactionable information from images Video API Analyze, edit, and process videos within your app Face API Detect, identify, analyze, organize, and tag faces in photos Emotion API Personalize experiences with emotion recognition Vision Content Moderator Automated image, text, and video moderation
- 77. Speech Bing Speech API Convertspeech to text and back again, and understand its intent Speaker Recognition API Give your app the ability to know who's talking Custom Recognition Intelligent Service Fine-tune speech recognition for anyone, anywhere
- 78. Speech Text Analytics API Detect sentiment, keyphrases, topics, and language from your text Bing Spell Check API Detect and correct spelling mistakes within your app Web Language Model API Leverage the power of language models trained on web-scale data Linguistic Analysis API Easily parse complex text with language analysis Language Understanding Intelligent Service Teach your apps to understand commands from your users Language Translator Easily perform speech and text translation
- 79. LanguageKnowledge Knowledge Exploration Service Add interactivesearch over structured data to your project Entity Linking Service Contextually extend knowledge of people, locations, and events Recommendations API Provide personalized product recommendations for your customers Academic Knowledge API Explore relationships among academic papers, journals, and authors QnA Maker Distill information into conversational, easy-to-navigate answers
- 80. KnowledgeSearch Bing Web Search API Connectpowerful search to your apps Bing Video Search API Trending videos, detailed metadata, and rich results Bing Autosuggest API Give your app intelligent autosuggest options for searches Bing Image Search API Bring advanced image and metadata search to your app Bing News Search API Link your users to robust and timely news searches
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- 83. Bringing it alltogether The Seeing AI App Computer Vision, Image, Speech Recognition, NLP, and ML from Microsoft Cognitive Services Watch Video HereRead Blog Here
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- 89. Show me bestpriced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am
- 90. Show me bestpriced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Intent Location Person Date and Time Filter
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- 92. Show me bestpriced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Bing Speech API LUIS
- 93. Show me bestpriced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Bing Speech API LUIS Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am
- 96. What is theInternet of Things (IoT)? Connectivity Data AnalyticsThings
- 97. In conclusion Let’s worktogether to transform to a digital business with the Internet of Your Things Microsoft and our partners have the technology and the experience to make it a reality The Internet of Things is happening now
- 98. Learn more onthe Cortana Intelligence Suite website and Cognitive Services website Schedule a workshop to identify areas in your business where analytics and intelligence can drive transformation Talk with your Microsoft contact about licensing options and partners Get started for free at http://microsoft.com/Cognitive
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- 100. More Developer Resources… Demo Repositoty https://github.com/marconsilva/DemoRepo IoT SDKs https://github.com/Azure/azure-iot-sdks IoTSamples https://github.com/ms-iot/samples https://developer.microsoft.com/en-us/windows/iot/samples Windows 10 IoT Core https://developer.microsoft.com/en-us/windows/iot https://developer.microsoft.com/en-us/windows/iot/GetStarted https://developer.microsoft.com/en-us/windows/iot/Docs
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